ARG BASE_IMAGE=rocm/pytorch:rocm5.7_ubuntu22.04_py3.10_pytorch_2.0.1 FROM ${BASE_IMAGE} # OS: # - Ubuntu: 22.04 # - Docker Client: 20.10.8 # ROCm: # - ROCm: 5.7 # Intel: # - mlc: v3.10 LABEL maintainer="SuperBench" ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && \ apt-get -q install -y --no-install-recommends \ autoconf \ automake \ build-essential \ curl \ dmidecode \ git \ hipify-clang \ iproute2 \ jq \ libaio-dev \ libboost-program-options-dev \ libcap2 \ libnuma-dev \ libpci-dev \ libssl-dev \ libtinfo5 \ libtool \ lshw \ net-tools \ numactl \ openssh-client \ openssh-server \ pciutils \ rsync \ sudo \ util-linux \ vim \ wget \ && \ rm -rf /tmp/* ARG NUM_MAKE_JOBS=16 # Check if CMake is installed and its version RUN cmake_version=$(cmake --version 2>/dev/null | grep -oP "(?<=cmake version )(\d+\.\d+)" || echo "0.0") && \ required_version="3.26.4" && \ if [ "$(printf "%s\n" "$required_version" "$cmake_version" | sort -V | head -n 1)" != "$required_version" ]; then \ echo "existing cmake version is ${cmake_version}" && \ cd /tmp && \ wget -q https://github.com/Kitware/CMake/releases/download/v${required_version}/cmake-${required_version}.tar.gz && \ tar xzf cmake-${required_version}.tar.gz && \ cd cmake-${required_version} && \ ./bootstrap --prefix=/usr --no-system-curl --parallel=16 && \ make -j ${NUM_MAKE_JOBS} && \ make install && \ rm -rf /tmp/cmake-${required_version}* \ else \ echo "CMake version is greater than or equal to 3.23"; \ fi # Install Docker ENV DOCKER_VERSION=20.10.8 RUN cd /tmp && \ wget -q https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ rm docker.tgz # Update system config RUN mkdir -p /root/.ssh && \ touch /root/.ssh/authorized_keys && \ mkdir -p /var/run/sshd && \ sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf # Get Ubuntu version and set as an environment variable RUN export UBUNTU_VERSION=$(lsb_release -r -s) RUN echo "Ubuntu version: $UBUNTU_VERSION" ENV UBUNTU_VERSION=${UBUNTU_VERSION} # Install OFED ENV OFED_VERSION=5.9-0.5.6.0 # Check if ofed_info is present and has a version RUN if ! command -v ofed_info >/dev/null 2>&1; then \ echo "OFED not found. Installing OFED..."; \ cd /tmp && \ wget -q http://content.mellanox.com/ofed/MLNX_OFED-${OFED_VERSION}/MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64.tgz && \ tar xzf MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64.tgz && \ PATH=/usr/bin:${PATH} MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64/mlnxofedinstall --user-space-only --without-fw-update --force --all && \ rm -rf MLNX_OFED_LINUX-${OFED_VERSION}* ; \ fi # Install UCX ENV UCX_VERSION=1.14.1 RUN if [ -z "$(ls -A /opt/ucx)" ]; then \ echo "/opt/ucx is empty. Installing UCX..."; \ cd /tmp && \ git clone https://github.com/openucx/ucx.git -b v${UCX_VERSION} && \ cd ucx && \ ./autogen.sh && \ mkdir build && \ cd build && \ ../configure -prefix=$UCX_DIR --with-rocm=/opt/rocm --without-knem && \ make -j $(nproc) && make -j $(nproc) install && rm -rf /tmp/ucx-${UCX_VERSION} ; \ else \ echo "/opt/ucx is not empty. Skipping UCX installation."; \ fi # Install OpenMPI ENV OPENMPI_VERSION=4.1.x # Check if Open MPI is installed RUN [ -d /usr/local/bin/mpirun ] || { \ echo "Open MPI not found. Installing Open MPI..." && \ cd /tmp && \ git clone --recursive https://github.com/open-mpi/ompi.git -b v${OPENMPI_VERSION} && \ cd ompi && \ ./autogen.pl && \ mkdir build && \ cd build && \ ../configure --prefix=/usr/local --enable-orterun-prefix-by-default --enable-mpirun-prefix-by-default --enable-prte-prefix-by-default --enable-mca-no-build=btl-uct --with-ucx=/opt/ucx --with-rocm=/opt/rocm && \ make -j $(nproc) && \ make -j $(nproc) install && \ ldconfig && \ cd / && \ rm -rf /tmp/openmpi-${OPENMPI_VERSION}* ;\ } # Install Intel MLC RUN cd /tmp && \ wget -q https://downloadmirror.intel.com/763324/mlc_v3.10.tgz -O mlc.tgz && \ tar xzf mlc.tgz Linux/mlc && \ cp ./Linux/mlc /usr/local/bin/ && \ rm -rf ./Linux mlc.tgz # Install RCCL RUN cd /opt/ && \ git clone https://github.com/ROCmSoftwarePlatform/rccl.git && \ cd rccl && \ mkdir build && \ cd build && \ CXX=/opt/rocm/bin/hipcc cmake -DCMAKE_PREFIX_PATH=/opt/rocm/ .. && \ make -j${NUM_MAKE_JOBS} ENV PATH="/opt/superbench/bin:/usr/local/bin/:/opt/rocm/hip/bin/:/opt/rocm/bin/:${PATH}" \ LD_PRELOAD="/opt/rccl/build/librccl.so:$LD_PRELOAD" \ LD_LIBRARY_PATH="/opt/ucx/lib:/usr/local/lib/:/opt/rocm/lib:${LD_LIBRARY_PATH}" \ SB_HOME=/opt/superbench \ SB_MICRO_PATH=/opt/superbench \ ANSIBLE_DEPRECATION_WARNINGS=FALSE \ ANSIBLE_COLLECTIONS_PATH=/usr/share/ansible/collections RUN echo PATH="$PATH" > /etc/environment && \ echo LD_LIBRARY_PATH="$LD_LIBRARY_PATH" >> /etc/environment && \ echo SB_MICRO_PATH="$SB_MICRO_PATH" >> /etc/environment WORKDIR ${SB_HOME} ADD . . RUN apt install rocm-cmake -y && \ python3 -m pip install --upgrade pip wheel setuptools==65.7 && \ python3 -m pip install .[amdworker] && \ make postinstall RUN make cppbuild ADD third_party third_party RUN make RCCL_HOME=/opt/rccl/build/ ROCBLAS_BRANCH=release/rocm-rel-5.7.1.1 HIPBLASLT_BRANCH=release-staging/rocm-rel-5.7 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm